A Novel Video Sharing Solution Based on Demand-Aware Resource Caching Optimization in Wireless Mobile Networks

The video services in wireless mobile networks attract massive mobile video users, which triggers the demand for huge network traffic. In order to reduce network load and ensure user quality of experience (QoE), the MP2P-based video systems need to implement high-efficiency management and scheduling of video resources to optimize distribution and promote sharing with offloading traffic in underlaying networks. The traditional solutions do not efficiently address the problems caused by demand variation and node mobility for distribution optimization and resource sharing, so that promotion of video sharing performance in wireless mobile networks for user QoE and reduction of network load still is a significant challenge. This paper proposes a novel video sharing solution based on Demand-aware Resource Caching Optimization in wireless mobile networks (VDRCO). VDRCO models the process of video dissemination in overlay networks in terms of the epidemic model and discusses the main influence factors for video dissemination. By estimation for user demand and video distribution variation, VDRCO makes use of clustering nodes with similar video demand and movement behaviors to achieve distribution optimization and efficient video sharing. Extensive tests show how VDRCO achieves much better performance results in comparison with a state-of-the-art solution.

[1]  Jin Li,et al.  SocialTube: P2P-Assisted Video Sharing in Online Social Networks , 2012, IEEE Transactions on Parallel and Distributed Systems.

[2]  Gabriel-Miro Muntean,et al.  Socially aware mobile peer-to-peer communications for community multimedia streaming services , 2015, IEEE Communications Magazine.

[3]  Hongke Zhang,et al.  CMT-QA: Quality-Aware Adaptive Concurrent Multipath Data Transfer in Heterogeneous Wireless Networks , 2013, IEEE Transactions on Mobile Computing.

[4]  Srinivasa Rao,et al.  Cooperative Caching in Wireless P2P Networks: Design, Implementation and Evaluation , 2013 .

[5]  Hongke Zhang,et al.  Ant-Inspired Mini-Community-Based Solution for Video-On-Demand Services in Wireless Mobile Networks , 2014, IEEE Transactions on Broadcasting.

[6]  Steve Uhlig,et al.  Privacy-Aware Multipath Video Caching for Content-Centric Networks , 2016, IEEE Journal on Selected Areas in Communications.

[7]  Shengwu Xiong,et al.  A Novel Mobile Video Community Discovery Scheme Using Ontology-Based Semantical Interest Capture , 2016, Mob. Inf. Syst..

[8]  Yuguang Fang,et al.  Spectrum Management for Proactive Video Caching in Information-Centric Cognitive Radio Networks , 2016, IEEE Journal on Selected Areas in Communications.

[9]  Gabriel-Miro Muntean,et al.  Congestion Control Design for Multipath Transport Protocols: A Survey , 2016, IEEE Communications Surveys & Tutorials.

[10]  Ulas C. Kozat,et al.  Peer Assisted Video Streaming With Supply-Demand-Based Cache Optimization , 2009, IEEE Transactions on Multimedia.

[11]  Marco Fiore,et al.  Cooperative Download in Vehicular Environments , 2012, IEEE Transactions on Mobile Computing.

[12]  Jin Li,et al.  A Social-Network-Aided Efficient Peer-to-Peer Live Streaming System , 2015, IEEE/ACM Transactions on Networking.

[13]  Hongke Zhang,et al.  A Novel Cooperative Content Fetching-Based Strategy to Increase the Quality of Video Delivery to Mobile Users in Wireless Networks , 2014, IEEE Transactions on Broadcasting.

[14]  Yonggang Wen,et al.  Distributed Wireless Video Scheduling With Delayed Control Information , 2014, IEEE Transactions on Circuits and Systems for Video Technology.

[15]  Wei Lou,et al.  A Contract-Ruled Economic Model for QoS Guarantee in Mobile Peer-to-Peer Streaming Services , 2016, IEEE Transactions on Mobile Computing.

[16]  Sampath Rangarajan,et al.  Video Multicast With Joint Resource Allocation and Adaptive Modulation and Coding in 4G Networks , 2014, IEEE/ACM Transactions on Networking.

[17]  Hongke Zhang,et al.  QoE-Driven User-Centric VoD Services in Urban Multihomed P2P-Based Vehicular Networks , 2013, IEEE Transactions on Vehicular Technology.

[18]  Enrico Magli,et al.  Band Codes for Energy-Efficient Network Coding With Application to P2P Mobile Streaming , 2014, IEEE Transactions on Multimedia.

[19]  Kang Chen,et al.  Social-P2P: An Online Social Network Based P2P File Sharing System , 2015, IEEE Transactions on Parallel and Distributed Systems.

[20]  Mihaela van der Schaar,et al.  Trend-Aware Video Caching Through Online Learning , 2016, IEEE Transactions on Multimedia.

[21]  Qi Shi,et al.  Secure and Privacy-Aware Cloud-Assisted Video Reporting Service in 5G-Enabled Vehicular Networks , 2016, IEEE Transactions on Vehicular Technology.

[22]  Athanasios V. Vasilakos,et al.  Reliability-oriented ant colony optimization-based mobile peer-to-peer VoD solution in MANETs , 2014, Wirel. Networks.

[23]  Christopher Leckie,et al.  Assessing network energy consumption of mobile applications , 2015, IEEE Communications Magazine.

[24]  Hongke Zhang,et al.  Performance-Aware Mobile Community-Based VoD Streaming Over Vehicular Ad Hoc Networks , 2015, IEEE Transactions on Vehicular Technology.

[25]  Kianoosh Mokhtarian,et al.  Flexible Caching Algorithms for Video Content Distribution Networks , 2017, IEEE/ACM Transactions on Networking.

[26]  Chen-Hua Shih,et al.  A cross-layer approach for real-time multimedia streaming on wireless peer-to-peer ad hoc network , 2013, Ad Hoc Networks.

[27]  Kiseon Kim,et al.  System Dynamics of a Refined Epidemic Model for Infection Propagation Over Complex Networks , 2016, IEEE Systems Journal.

[28]  Mohsen Guizani,et al.  Exploring blind online scheduling for mobile cloud multimedia services , 2013, IEEE Wireless Communications.

[29]  Ming Xiao,et al.  A Commercial Video-Caching System for Small-Cell Cellular Networks Using Game Theory , 2016, IEEE Access.

[30]  Yi Sun,et al.  The case for P2P mobile video system over wireless broadband networks: A practical study of challenges for a mobile video provider , 2013, IEEE Network.

[31]  Minghua Chen,et al.  Optimal Distributed P2P Streaming Under Node Degree Bounds , 2010, IEEE/ACM Transactions on Networking.